Commit History

  1. Add GraphRAG novelties engine: PPR scoring, token budget, path pruning, spreading activation, hybrid router, incremental updates

    Verified signature
    4dd67cd
  2. Wire UniversalLLM into layers __init__ + add benchmark API endpoint for live runs

    Verified signature
    91ff0de
  3. Add Python universal LLM layer with LiteLLM supporting 12 providers + Ollama

    Verified signature
    2cd4ca5
  4. Add Layer 2: Inference Orchestration (dual pipeline, adaptive routing, comparison)

    Verified signature
    a23a620
  5. Add Layer 4: Evaluation Layer (RAGAS + custom F1/EM metrics + benchmarking)

    Verified signature
    0117576
  6. Add Layer 1: Graph Layer (TigerGraph schema, GSQL queries, vector search, traversal)

    Verified signature
    6488963
  7. Add Layer 3: LLM Layer (generation, entity extraction, keyword extraction, complexity analysis)

    Verified signature
    06a5155
  8. Add layers init

    Verified signature
    f836eca